Software Engineer, Fleet Mapping

On-Site role

Job Description:

• The Perception team at client is fundamental to our autonomous vehicle technology, creating the understanding of the world for our self-driving robots. 
• We enable safe and efficient navigation in complex environments through sophisticated detection, classification, mapping, and tracking systems.
• You will be a contributor to client’s offline mapping initiative. 
• High-definition semantic maps are critical for enabling fully autonomous driving at scale.
• You will design, train, validate, and integrate models that detect semantic map elements in the world. 
• The priority will be to enable scalable mapping pipelines through automated mapping of new features.

Responsibilities:

• Research, implement, and train ML models to perform semantic map element detection and validation.
• Curate, validate, and label datasets for model training and validation.
• Integrate models into the greater offboard mapping pipeline and lead automation of new mapping features.
• Leverage ML infrastructure to speed up development and deployment of ML models.
• Closely collaborate with validation teams to formulate and execute model validation pipelines.

Qualifications:

• MS+ with machine learning and software skillset.
• L4+ equivalent experience (MS and 5 years experience, or equivalent)
• Experience with training and deploying deep learning models.
• Experience with with Python libraries (pytorch, numpy)
• At least one of HD mapping, 3D computer vision, or robotics perception experience.

Bonus qualities:
Experience with any of the following:

• Any robotics experience or 3D computer vision experience is a bonus.
• Any mapping experience is a bonus.

About us:
At our organization, we take our mission and values to heart! We are on a mission to offer more and better jobs all over the world! Our goal is to care for you while you care for our clients and get you paid the highest pay possible. All our associates working with us are expected to embrace our RACE values: R - Results Matter, A- Approachable, C - Care, and E - Emergency i.e. work with a sense of urgency.

For more relevant job opportunities please visit our website: Denken Solutions Careers